IEEE

FreqSense: Universal and Low-Latency Adversarial Example Detection for Speaker Recognition with Interpretability in Frequency Domain

Abstract: Speaker recognition (SR) systems are particularly vulnerable to adversarial example (AE) attacks. To mitigate these attacks, AE detection systems are typically integrated into SR systems. To ...
IEEE

DeepVoice: An End-to-End Speaker Recognition System Leveraging Convolutional and Recurrent Neural Networks for Robust Voice Identification

Abstract: In this work, we present DeepVoice, a comprehensive speaker recognition system that uses Recurrent Neural Networks (RNNs) and Convolutional Neural Networks (CNNs) to improve the accuracy of ...